Labsco
MCP SERVER · OFFICIAL PROJECT

Cloro AI Answer Scraping

by cloro

Scrapes what ChatGPT, Gemini, Copilot and Perplexity answer for a prompt, by country — plus Google search and news.

SEO, Web & Product AnalyticsOfficial source
Summary
Per-provider credit rates mean the choice of assistant is a cost decision, not just a coverage one.

If you are tracking how AI assistants describe your brand, the honest approach is to check several — and here each one prices differently, so a daily sweep across five assistants and twenty countries needs arithmetic before it needs a schedule. The documented Grok outage is worth noting too: the tool is registered and will fail, which is better disclosed than discovered. list_countries exists precisely so a model does not invent country codes.

What it is

Cloro's endpoint, a thin wrapper over their API. Ten tools: one per AI assistant, two for Google, and two that tell you the valid country and state values.

What you get
  • scrape_chatgpt, scrape_gemini, scrape_copilot, scrape_perplexity — a prompt and an ISO country code, optionally a state
  • scrape_grok — registered, but the documentation notes the provider is temporarily unavailable and calls fail
  • scrape_google_ai_mode and scrape_google — search results with location, device and page controls, or a full search URL
  • scrape_google_news — news for a query and country
  • list_countries and list_states — the valid values, so filters are not guesswork
Requirements

An API key, as a bearer token or in the URL path. Credits: free gives 500 a month, Lite is $30 for 37,500, Hobby $100 for 250,000, and the per-thousand rate falls from $0.80 to $0.31 with volume. Providers cost different amounts — a full ChatGPT scrape is 7 credits, the web variant 5.

Setup effort

Paste a URL with a key — add the endpoint to your client